Zobrazeno 1 - 10
of 12
pro vyhledávání: '"Dominik Dold"'
Autor:
Akos F. Kungl, Sebastian Schmitt, Johann Klähn, Paul Müller, Andreas Baumbach, Dominik Dold, Alexander Kugele, Eric Müller, Christoph Koke, Mitja Kleider, Christian Mauch, Oliver Breitwieser, Luziwei Leng, Nico Gürtler, Maurice Güttler, Dan Husmann, Kai Husmann, Andreas Hartel, Vitali Karasenko, Andreas Grübl, Johannes Schemmel, Karlheinz Meier, Mihai A. Petrovici
Publikováno v:
Frontiers in Neuroscience, Vol 13 (2019)
The massively parallel nature of biological information processing plays an important role due to its superiority in comparison to human-engineered computing devices. In particular, it may hold the key to overcoming the von Neumann bottleneck that li
Externí odkaz:
https://doaj.org/article/02f287aab1c848de9460f647e80dcfb9
Autor:
Adam J. H. Newton, Alexandra H. Seidenstein, Robert A. McDougal, Alberto Pérez-Cervera, Gemma Huguet, Tere M-Seara, Caroline Haimerl, David Angulo-Garcia, Alessandro Torcini, Rosa Cossart, Arnaud Malvache, Kaoutar Skiker, Mounir Maouene, Gianmarco Ragognetti, Letizia Lorusso, Andrea Viggiano, Angelo Marcelli, Rosa Senatore, Antonio Parziale, S. Stramaglia, M. Pellicoro, L. Angelini, E. Amico, H. Aerts, J. Cortés, S. Laureys, D. Marinazzo, I. Bassez, L. Faes, Hannes Almgren, Adeel Razi, Frederik Van de Steen, Ruth Krebs, Hannelore Aerts, Lida Kanari, Pawel Dlotko, Martina Scolamiero, Ran Levi, Julian Shillcock, Christiaan P.J. de Kock, Kathryn Hess, Henry Markram, Cheng Ly, Gary Marsat, Tom Gillespie, Malin Sandström, Mathew Abrams, Jeffrey S. Grethe, Maryann Martone, Robin De Gernier, Sergio Solinas, Christian Rössert, Marc Haelterman, Serge Massar, Valentina Pasquale, Vito Paolo Pastore, Sergio Martinoia, Paolo Massobrio, Cristiano Capone, Núria Tort-Colet, Maria V. Sanchez-Vives, Maurizio Mattia, Ali Almasi, Shaun L. Cloherty, David B. Grayden, Yan T. Wong, Michael R. Ibbotson, Hamish Meffin, Luke Y. Prince, Krasimira Tsaneva-Atanasova, Jack R. Mellor, Alberto Mazzoni, Manuela Rosa, Jacopo Carpaneto, Luigi M. Romito, Alberto Priori, Silvestro Micera, Rosanna Migliore, Carmen Alina Lupascu, Francesco Franchina, Luca Leonardo Bologna, Armando Romani, Sára Saray, Werner Van Geit, Szabolcs Káli, Alex Thomson, Audrey Mercer, Sigrun Lange, Joanne Falck, Eilif Muller, Felix Schürmann, Dmitrii Todorov, Robert Capps, William Barnett, Yaroslav Molkov, Federico Devalle, Diego Pazó, Ernest Montbrió, Gabriela Mochol, Habiba Azab, Benjamin Y. Hayden, Rubén Moreno-Bote, Pragathi Priyadharsini Balasubramani, Srinivasa V. Chakravarthy, Vignayanandam R. Muddapu, Medorian D. Gheorghiu, Bartul Mimica, Jonathan Withlock, Raul C. Mureșan, Jennifer L. Zick, Kelsey Schultz, Rachael K. Blackman, Matthew V. Chafee, Theoden I. Netoff, Nicholas Roberts, Vivek Nagaraj, Andrew Lamperski, Logan L. Grado, Matthew D. Johnson, David P. Darrow, Davide Lonardoni, Hayder Amin, Stefano Di Marco, Alessandro Maccione, Luca Berdondini, Thierry Nieus, Marcel Stimberg, Dan F. M. Goodman, Thomas Nowotny, Veronika Koren, Valentin Dragoi, Klaus Obermayer, Samy Castro, Mariano Fernandez, Wael El-Deredy, Kesheng Xu, Jean Paul Maidana, Patricio Orio, Weiliang Chen, Iain Hepburn, Francesco Casalegno, Adrien Devresse, Aleksandr Ovcharenko, Fernando Pereira, Fabien Delalondre, Erik De Schutter, Peter Bratby, Andrew R. Gallimore, Guido Klingbeil, Criseida Zamora, Yunliang Zang, Patrick Crotty, Eric Palmerduca, Alberto Antonietti, Claudia Casellato, Csaba Erö, Egidio D’Angelo, Marc-Oliver Gewaltig, Alessandra Pedrocchi, Ilja Bytschok, Dominik Dold, Johannes Schemmel, Karlheinz Meier, Mihai A. Petrovici, Hui-An Shen, Simone Carlo Surace, Jean-Pascal Pfister, Baptiste Lefebvre, Olivier Marre, Pierre Yger, Athanasia Papoutsi, Jiyoung Park, Ryan Ash, Stelios Smirnakis, Panayiota Poirazi, Richard A. Felix, Alexander G. Dimitrov, Christine Portfors, Silvia Daun, Tibor I. Toth, Joanna Jędrzejewska-Szmek, Nadine Kabbani, Kim T. Blackwel, Bahar Moezzi, Natalie Schaworonkow, Lukas Plogmacher, Mitchell R. Goldsworthy, Brenton Hordacre, Mark D. McDonnell, Nicolangelo Iannella, Michael C. Ridding, Jochen Triesch, Reinoud Maex, Karen Safaryan, Volker Steuber, Rongxiang Tang, Yi-Yuan Tang, Darya V. Verveyko, Alexey R. Brazhe, Andrey Yu Verisokin, Dmitry E. Postnov, Cengiz Günay, Gabriella Panuccio, Michele Giugliano, Astrid A. Prinz, Pablo Varona, Mikhail I. Rabinovich, Jack Denham, Thomas Ranner, Netta Cohen, Maria Reva, Nelson Rebola, Tekla Kirizs, Zoltan Nusser, David DiGregorio, Eirini Mavritsaki, Panos Rentzelas, Nikul H. Ukani, Adam Tomkins, Chung-Heng Yeh, Wesley Bruning, Allison L. Fenichel, Yiyin Zhou, Yu-Chi Huang, Dorian Florescu, Carlos Luna Ortiz, Paul Richmond, Chung-Chuan Lo, Daniel Coca, Ann-Shyn Chiang, Aurel A. Lazar, Jennifer L. Creaser, Congping Lin, Peter Ashwin, Jonathan T. Brown, Thomas Ridler, Daniel Levenstein, Brendon O. Watson, György Buzsáki, John Rinzel, Rodica Curtu, Anh Nguyen, Sahand Assadzadeh, Peter A. Robinson, Paula Sanz-Leon, Caroline G. Forlim, Lírio O. B. de Almeida, Reynaldo D. Pinto, Francisco B. Rodríguez, Ángel Lareo, Caroline Garcia Forlim, Aaron Montero, Thiago Mosqueiro, Ramon Huerta, Francisco B. Rodriguez, Vinicio Changoluisa, Vinícius L. Cordeiro, César C. Ceballos, Nilton L. Kamiji, Antonio C. Roque, William W. Lytton, Andrew Knox, Joshua J. C. Rosenthal, Svitlana Popovych, Liqing Liu, Bin A. Wang, Tibor I. Tóth, Christian Grefkes, Gereon R. Fink, Nils Rosjat, Abraham Perez-Trujillo, Andres Espinal, Marco A. Sotelo-Figueroa, Ivan Cruz-Aceves, Horacio Rostro-Gonzalez, Martin Zapotocky, Martina Hoskovcová, Jana Kopecká, Olga Ulmanová, Evžen Růžička, Matthias Gärtner, Sevil Duvarci, Jochen Roeper, Gaby Schneider, Stefan Albert, Katharina Schmack, Michiel Remme, Susanne Schreiber, Michele Migliore, Carmen A. Lupascu, Luca L. Bologna, Stefano M. Antonel, Jean-Denis Courcol, Sami Utku Çelikok, Eva M. Navarro-López, Neslihan Serap Şengör, Rahmi Elibol, Neslihan Serap Sengor, Mustafa Yasir Özdemir, Tianyi Li, Angelo Arleo, Denis Sheynikhovich, Akihiro Nakamura, Masanori Shimono, Youngjo Song, Sol Park, Ilhwan Choi, Jaeseung Jeong, Hee-sup Shin, Sadra Sadeh, Padraig Gleeson, R. Angus Silver, Alexandra Pierri Chatzikalymniou, Frances K. Skinner, Lazaro M. Sanchez-Rodriguez, Roberto C. Sotero, Loreen Hertäg, Owen Mackwood, Henning Sprekeler, Steffen Puhlmann, Simon N. Weber, David Higgins, Laura B. Naumann, Ramakrisnan Iyer, Stefan Mihalas, Valentina Ticcinelli, Tomislav Stankovski, Peter V. E. McClintock, Aneta Stefanovska, Predrag Janjić, Dimitar Solev, Gerald Seifert, Ljupčo Kocarev, Christian Steinhäuser, Mehrdad Salmasi, Stefan Glasauer, Martin Stemmler, Danke Zhang, Chi Zhang, Armen Stepanyants, Julia Goncharenko, Lieke Kros, Neil Davey, Chris de Zeeuw, Freek Hoebeek, Ankur Sinha, Roderick Adams, Michael Schmuker, Maria Psarrou, Maria Schilstra, Benjamin Torben-Nielsen, Christoph Metzner, Achim Schweikard, Tuomo Mäki-Marttunen, Bartosz Zurowski, Daniele Marinazzo, Luca Faes, Sebastiano Stramaglia, Henry O. C. Jordan, Simon M. Stringer, Elżbieta Gajewska-Dendek, Piotr Suffczyński, Nicoladie Tam, George Zouridakis, Luca Pollonini, Mojtaba Madadi Asl, Alireza Valizadeh, Peter A. Tass, Andreas Nold, Wei Fan, Sara Konrad, Heiko Endle, Johannes Vogt, Tatjana Tchumatchenko, Juliane Herpich, Christian Tetzlaff, Jannik Luboeinski, Timo Nachstedt, Manuel Ciba, Andreas Bahmer, Christiane Thielemann, Eric S. Kuebler, Joseph S. Tauskela, Jean-Philippe Thivierge, Rembrandt Bakker, María García-Amado, Marian Evangelio, Francisco Clascá, Paul Tiesinga, Christopher L. Buckley, Taro Toyoizumi, Alexis M. Dubreuil, Rémi Monasson, Alessandro Treves, Davide Spalla, Sophie Rosay, Florence I. Kleberg, Willy Wong, Bruno de Oliveira Floriano, Toshihiko Matsuo, Tetsuya Uchida, Domenica Dibenedetto, Kâmil Uludağ, Abdorreza Goodarzinick, Maximilian Schmidt, Claus C. Hilgetag, Markus Diesmann, Sacha J. van Albada, Michael Fauth, Mark van Rossum, Manuel Reyes-Sánchez, Rodrigo Amaducci, Carlos Muñiz, Irene Elices, David Arroyo, Rafael Levi, Ben Cohen, Carson Chow, Shashaank Vattikuti, Elena Bertolotti, Raffaella Burioni, Matteo di Volo, Alessandro Vezzani, Bayar Menzat, Tim P. Vogels, Nobuhiko Wagatsuma, Susmita Saha, Reena Kapoor, Robert Kerr, John Wagner, Luis C. Garcia del Molino, Guangyu Robert Yang, Jorge F. Mejias, Xiao-Jing Wang, Hanbing Song, Joseph Goodliffe, Jennifer Luebke, Christina M. Weaver, John Thomas, Nishant Sinha, Nikhita Shaju, Tomasz Maszczyk, Jing Jin, Sydney S. Cash, Justin Dauwels, M. Brandon Westover, Maryam Karimian, Michelle Moerel, Peter De Weerd, Thomas Burwick, Ronald L. Westra, Romesh Abeysuriya, Jonathan Hadida, Stamatios Sotiropoulos, Saad Jbabdi, Mark Woolrich, Chama Bensmail, Borys Wrobel, Xiaolong Zhou, Zilong Ji, Xiao Liu, Yan Xia, Si Wu, Xiao Wang, Mingsha Zhang, Netanel Ofer, Orit Shefi, Gur Yaari, Ted Carnevale, Amit Majumdar, Subhashini Sivagnanam, Kenneth Yoshimoto, Elena Y. Smirnova, Dmitry V. Amakhin, Sergey L. Malkin, Aleksey V. Zaitsev, Anton V. Chizhov, Margarita Zaleshina, Alexander Zaleshin, Victor J. Barranca, George Zhu, Quinton M. Skilling, Daniel Maruyama, Nicolette Ognjanovski, Sara J. Aton, Michal Zochowski, Jiaxing Wu, Sara Aton, Scott Rich, Victoria Booth, Maral Budak, Salvador Dura-Bernal, Samuel A. Neymotin, Benjamin A. Suter, Gordon M. G. Shepherd, Melvin A. Felton, Alfred B. Yu, David L. Boothe, Kelvin S. Oie, Piotr J. Franaszczuk, Sergey A. Shuvaev, Batuhan Başerdem, Anthony Zador, Alexei A. Koulakov, Víctor J. López-Madrona, Ernesto Pereda, Claudio R. Mirasso, Santiago Canals, Stefano Masoli, Udaya B. Rongala, Anton Spanne, Henrik Jorntell, Calogero M. Oddo, Alexander V. Vartanov, Anastasia K. Neklyudova, Stanislav A. Kozlovskiy, Andrey A. Kiselnikov, Julia A. Marakshina, Maria Teleńczuk, Bartosz Teleńczuk, Alain Destexhe, Paula T. Kuokkanen, Anna Kraemer, Thomas McColgan, Catherine E. Carr, Richard Kempter
Publikováno v:
BMC Neuroscience, Vol 18, Iss S1, Pp 1-82 (2017)
Externí odkaz:
https://doaj.org/article/7aa2e239a0cc44ce9e290243885c7890
Autor:
Walter Senn, Dominik Dold, Akos F. Kungl, Benjamin Ellenberger, Jakob Jordan, Yoshua Bengio, João Sacramento, Mihai A. Petrovici
One of the most fundamental laws of physics is the principle of least action. Motivated by its predictive power, we introduce a neural least-action principle that we apply to motor control. The central notion is the somato-dendritic mismatch error wi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a5e5c1f9f612fa8b785ef5172a4457be
https://doi.org/10.1101/2023.03.25.534198
https://doi.org/10.1101/2023.03.25.534198
Autor:
Dominik Dold, Katja Fahrion
Extragalactic globular clusters (GCs) are important tracers of galaxy formation and evolution. Obtaining GC catalogues from photometric data involves several steps which will likely become too time-consuming to perform on the large data volumes that
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c12ec5a4428478ceb3bee37e646639e0
http://arxiv.org/abs/2204.00017
http://arxiv.org/abs/2204.00017
Computing latent representations for graph-structured data is an ubiquitous learning task in many industrial and academic applications ranging from molecule synthetization to social network analysis and recommender systems. Knowledge graphs are among
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2f4929bda7a6407f2ce274639c334dcd
http://arxiv.org/abs/2109.10376
http://arxiv.org/abs/2109.10376
Autor:
Dominik Dold, Josep Soler Garrido
Publikováno v:
IJCNN
Despite the recent success of reconciling spike-based coding with the error backpropagation algorithm, spiking neural networks are still mostly applied to tasks stemming from sensory processing, operating on traditional data structures like visual or
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0c478885ec0f3dadf9ee5b05eb8f6569
http://arxiv.org/abs/2104.13398
http://arxiv.org/abs/2104.13398
Publikováno v:
CSR
Machine learning techniques are gaining attention in the context of intrusion detection due to the increasing amounts of data generated by monitoring tools, as well as the sophistication displayed by attackers in hiding their activity. However, exist
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::af21724eea9d09bbd52dde02f174c659
Autor:
Yannik Stradmann, Korbinian Schreiber, Mitja Kleider, Karlheinz Meier, D. Stockel, Gerd Kiene, Benjamin Cramer, Christian Pehle, Johannes Schemmel, Sebastian Billaudelle, Timo C. Wunderlich, Mihai A. Petrovici, Dominik Dold, Andreas Grübl, Arthur Heimbrecht, Philipp Spilger, Andreas Baumbach, Oliver Breitwieser, Andreas Hartel, Eilif Muller, Akos F. Kungl, Vitali Karasenko, Julian Göltz, Walter Senn, Christian Mauch
Publikováno v:
ISCAS
We demonstrate five experiments that are performed on the novel BrainScaleS-2 neuromorphic architecture based on an analog neuro-synaptic core and augmented by embedded microprocessors for complex plasticity and experiment control. The high accelerat
Autor:
Walter Senn, Johannes Schemmel, Mihai A. Petrovici, Karlheinz Meier, Ilja Bytschok, Dominik Dold, Oliver Breitwieser, Akos F. Kungl, Andreas Baumbach
Publikováno v:
Dold, Dominik; Bytschok, Ilja; Kungl, Akos F.; Baumbach, Andreas; Breitwieser, Oliver; Senn, Walter; Schemmel, Johannes; Meier, Karlheinz; Petrovici, Mihai A. (2019). Stochasticity from function — Why the Bayesian brain may need no noise. Neural networks, 119, pp. 200-213. Elsevier 10.1016/j.neunet.2019.08.002
Neural Networks
Neural Networks
An increasing body of evidence suggests that the trial-to-trial variability of spiking activity in the brain is not mere noise, but rather the reflection of a sampling-based encoding scheme for probabilistic computing. Since the precise statistical p
Autor:
Akos F. Kungl, Sebastian Schmitt, Johann Klähn, Paul Müller, Andreas Baumbach, Dominik Dold, Alexander Kugele, Eric Müller, Christoph Koke, Mitja Kleider, Christian Mauch, Oliver Breitwieser, Luziwei Leng, Nico Gürtler, Maurice Güttler, Dan Husmann, Kai Husmann, Andreas Hartel, Vitali Karasenko, Andreas Grübl, Johannes Schemmel, Karlheinz Meier, Mihai A. Petrovici
Publikováno v:
Frontiers in Neuroscience, Vol 13 (2019)
The massively parallel nature of biological information processing plays an important role for its superiority to human-engineered computing devices. In particular, it may hold the key to overcoming the von Neumann bottleneck that limits contemporary
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a48167fb5a55d96c25c46f929e4fdc42